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Automation Risk Analysis

Will “Field Service Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Field Service Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Field Service Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electronics Engineers, Except Computer, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, develop, or test electronic components and systems for commercial, industrial, military, or scientific use employing knowledge of electronic theory and materials properties. Design electronic circuits and components for use in fields such as telecommunications, aerospace guidance and propulsion control, acoustics, or instruments and controls.

Avg. Annual Salary $132,500
Avg. Hourly Wage $63.70
Available Jobs (US) 93,940
Job Title & Hierarchy Code (SOC) Electronics Engineers, Except Computer #17-2072
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electronics Engineers, Except Computer”

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Core Skills & Abilities

  • Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.

  • Prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.

  • Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.

  • Research or develop new green electronics technologies, such as lighting, optical data storage devices, or energy efficient televisions.

  • Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.

  • Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.

  • Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.

  • Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.

  • Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.

  • Provide technical support or instruction to staff or customers regarding electronics equipment standards.

  • Investigate green consumer electronics applications for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.

  • Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.

  • Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.

  • Determine project material or equipment needs.

  • Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.

  • Prepare engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.

  • Plan or develop applications or modifications for electronic properties used in components, products, or systems to improve technical performance.

  • Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.

  • Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.

  • Represent employer at conferences, meetings, boards, panels, committees, or working groups to present, explain, or defend findings or recommendations, negotiate compromises or agreements, or exchange information.

Technologies & Software

  • Oracle Database
  • Canu
  • Gemini Code Assist
  • Microsoft Office software
  • National Instruments LabVIEW
  • Mentor Graphics PADS
  • Trimble SketchUp Pro
  • Dassault Systemes CATIA
  • The MathWorks MATLAB
  • Synopsys Saber
  • Formula translation/translator FORTRAN
  • Autodesk AI
  • UNIX
  • Three-dimensional 3D computer aided design CAD software
  • McCabe Software TRUEchange
  • Oracle Java
  • Hewlett-Packard HP OpenVMS
  • Microsoft Word
  • Llama (Meta)
  • Two-dimensional 2D computer aided design CAD software
  • Ansoft Simplorer
  • Gemini (Google)
  • Web browser software
  • Perplexity AI
  • ESRI ArcGIS software
  • AutoCAD AI
  • Field programmable gate array FPGA design software
  • Cadence PSpice
  • OrCAD Capture
  • Microsoft PowerPoint
  • Grok (xAI)
  • Verilog
  • Microsoft Visual C# .NET
  • Agile Product Lifecyle Management PLM
  • Magellan Firmware
  • IBM Lotus Notes
  • Claude (Anthropic)
  • Dassault Systemes SolidWorks
  • SystemVerilog
  • DeepSeek
  • ANSYS AI Simulation
  • Linux
  • C++
  • MathWorks Simulink
  • Microsoft Excel
  • Kimi (Moonshot AI)
  • Microsoft Visual Basic.NET
  • C
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • Very high-speed integrated circuit VHSIC hardware description language VHDL
  • GitHub Copilot
  • Autodesk AutoCAD
  • Apache Subversion SVN
  • Embarcadero Delphi
  • Xilinx Integrated Software Environment ISE
  • Mathsoft Mathcad
  • Visual Numerics PV-WAVE
  • Rabbit Semiconductor Dynamic C
  • Nova (Amazon)
  • Python
  • Structured query language SQL
  • Extensible markup language XML
  • Qwen (Alibaba)
  • Graphics software
  • Supervisory control and data acquisition SCADA software
  • Very high speed integrated circuit VHSIC hardware description language VHDL simulation software
  • Real time operating system RTOS software
  • Photometer
  • Oscilloscopes
  • Function generators
  • Multimeters
  • Wave meters
  • Communication bus analyzers
  • Microprocessors
  • Wattmeters
  • Logic analyzers
  • Inductance capacitance resistance LCR meters
  • Personal computers
  • Electronics probes
  • Electronics counters
  • High-power pulsed lasers
  • Desktop computers
  • Programmable logic controllers PLC